Read the data from the database

library(RMySQL)
## Warning: package 'RMySQL' was built under R version 3.2.3
## Loading required package: DBI
## Warning: package 'DBI' was built under R version 3.2.3
mydb = dbConnect(MySQL(), user='root', password='', dbname='pgs', host='localhost')

turbineData <- dbGetQuery(mydb, "Select * from turbineData order by timestamp")
## Warning in .local(conn, statement, ...): Decimal MySQL column 2 imported as
## numeric
## Warning in .local(conn, statement, ...): Decimal MySQL column 3 imported as
## numeric
## Warning in .local(conn, statement, ...): Decimal MySQL column 4 imported as
## numeric
## Warning in .local(conn, statement, ...): Decimal MySQL column 5 imported as
## numeric
## Warning in .local(conn, statement, ...): Decimal MySQL column 6 imported as
## numeric
str(turbineData)
## 'data.frame':    474467 obs. of  7 variables:
##  $ timestamp     : chr  "2015-06-01 00:00:00" "2015-06-01 00:00:00" "2015-06-01 00:00:00" "2015-06-01 00:00:00" ...
##  $ turbineId     : chr  "WTG011" "WTG012" "WTG010" "WTG031" ...
##  $ power         : num  0.81 0 16.62 0 108.83 ...
##  $ windspeed     : num  3.56 3.02 3.64 4.32 4.6 4.89 4.02 4.55 4.92 3.64 ...
##  $ nacelle       : num  196 204 177 232 172 ...
##  $ temperature   : num  23.6 23.4 23.5 25 24.1 ...
##  $ operatingState: num  99.9 99.9 99.9 99.9 16 16 16 99.9 16 99.9 ...
curveIndexes1<-seq(from=1,to=9,by=1)
#curveIndexes2<-c(10:20,22,23,25:28,31,34,38,40:43,45:52,55,56)
curveIndexes2<-seq(from=10,to=56,by=1)
curveIndexesCombined=c(paste0("WTG00",1:9),paste0("WTG0",10:20),"WTG022","WTG023",
                       paste0("WTG0",25:28),"WTG031","WTG034","WTG038",paste0("WTG0",40:43),
                       paste0("WTG0",45:48),"WTG050","WTG051","WTG052","WTG055","WTG056")

p1=paste0("WTG00",curveIndexes1)
p2=paste0("WTG0",curveIndexes2)
curveIndexes=c(p1,p2)
curveIndexes1=as.factor(curveIndexes)
curveIndexes1=curveIndexes

numberOfTurbines=length(curveIndexesCombined)
curveNames=curveIndexesCombined

Define the function to get the compass directions

getCompassDirection=function(heading){
  if (is.na(heading))
    NA
  if(heading>348.75 & heading <360.1)
    "N"
  else if(heading>=0 & heading <11.25)
    "N"
  else if(heading>11.25 & heading <33.75)
    "NNE"
  else if(heading>33.75 & heading <56.25)
    "NE"
  else if(heading>56.25 & heading <78.75)
    "ENE"
  else if(heading>78.75 & heading <101.25)
    "E"
  else if(heading>101.25 & heading <123.75)
    "ESE"
  else if(heading>123.75 & heading <146.25)
    "SE"
  else if(heading>146.25 & heading <168.75)
    "SSE"
  else if(heading>168.75 & heading <191.25)
    "S"
  else if(heading>191.25 & heading <213.75)
    "SSW"
  else if(heading>213.75 & heading <236.25)
    "SW"
  else if(heading>236.25 & heading <258.75)
    "WSW"
  else if(heading>258.75 & heading <281.25)
    "W"
  else if(heading>281.25 & heading <303.75)
    "WNW"
  else if(heading>303.75 & heading <326.25)
    "NW"
  else if(heading>326.25 & heading <348.75)
    "NNW"
  
}

meanDirection=function(x)
{
  #names(sort(table(x),decreasing = TRUE))[1]
  sort(table(x),decreasing = TRUE)

}

changingDirection=function(x)
{
  ll=length(names(sort(table(x))))
  ss=sum(table(x))
  as.character(c(ll,":",ss))
}

countUniqueDirections=function(x)
{
  ll=length(names(sort(table(x))))
  return(ll);
}

countNumberOfReadings=function(x)
{
  ss=sum(table(x))
  return(ss)
}

myMean=function(x)
{
  ss=sum(table(x))
  #return(ll);
  return(sum(x)/ss)
}


findMeanDirection=function(x,monthName)
{
  #i think the mean diraction can be found by first c
  #first get the nascelle disrtibuted by months
  nacelleMon=subset(x$nacelle,x$month==monthName)
  directions=sapply(nacelleMon,getCompassDirection)
  directions=unlist(directions)
  sort(table(directions),decreasing = TRUE)
  
}
df=turbineData
df$compassDirection=lapply(df$nacelle,getCompassDirection)
#df$compassDirection=unlist(df$compassDirection)
tt<-as.Date(df$timestamp)
df$days=as.factor(format(tt,'%d_%b'))
df$month=as.factor(format(tt,'%b'))

newOrder=unique(format(tt,'%d'))
#months=unique(df$month)
months=c("Sep","Aug","Jul","Jun")
colors=c("red","green","blue","yellow")
library(plotrix)
## Warning: package 'plotrix' was built under R version 3.2.3
#newfactors1=paste0(newOrder[1:30],"_",months[1])
#newfactors2=paste0(newOrder[1:31],"_",months[2])
#newfactors=c(newfactors1,newfactors2)


#df$days = factor(df$days,levels(x)[c(4,5,1:3)])

#draw power plots of this turbine
for(i in c(1:numberOfTurbines)){
 #i=1    
 #individualTurbineData=df
 individualTurbineData=subset(df,df$turbineId==curveIndexesCombined[i])
 unsortedPowerByDay=by(individualTurbineData$power,individualTurbineData$days,sum)
 #sortedPowerByDayJul=unsortedPowerByDay[seq(1,61,2)]
 #sortedPowerByDayJun=unsortedPowerByDay[seq(2,61,2)]
 #sortedPowerByDay=c(sortedPowerByDayJul,sortedPowerByDayJun)
 #library(ggplot2)
 barplot(unsortedPowerByDay,main = paste0("power curve for ",curveNames[i]),col=colors,legend=months,beside=TRUE)
 #qplot(factor(months), data=unsortedPowerByDay, geom="bar", fill=factor(months))
 #ggplot(unsortedPowerByDay, aes(factor(months)))
 
 unsortedAvgPowerByDay=by(individualTurbineData$power,individualTurbineData$days,mean)
 barplot(unsortedAvgPowerByDay,main = paste0("Avg power curve for ",curveNames[i]),col=colors)
 
 
 #individualTurbineData$compassDirection=as.factor(individualTurbineData$compassDirection)
 #similarly for the wind speed
 unsortedAverageWindSpeedByDay=by(individualTurbineData$windspeed,individualTurbineData$days,myMean)
 barplot(unsortedAverageWindSpeedByDay,main = paste0("wind curve for ",curveNames[i]),col=colors)
 
 
 #monthly
 monthlyPowerProduced=tapply(individualTurbineData$power,individualTurbineData$month,sum)
 monthlyAvgWindSpeed=tapply(individualTurbineData$windspeed,individualTurbineData$month,myMean)
 monthlyAvgNascellePosition=tapply(individualTurbineData$nacelle, individualTurbineData$month,mean)
 #monthlyCompassDirection=sapply(monthlyAvgNascellePosition,getCompassDirection)
 
 monthMat=data.frame(matrix(ncol=3,nrow=length(months)))
 monthMat[,1]=monthlyPowerProduced
 monthMat[,2]=monthlyAvgWindSpeed
 monthMat[,3]=monthlyAvgNascellePosition
 #monthMat[,4]=monthlyCompassDirection
 rownames(monthMat)=names(monthlyPowerProduced)
 colnames(monthMat)=c("Total Power","Avg Wind Speed","Avg Nascelle")
 print(monthMat)
 
 
 
 
 
 #direction distributions
# windDirectionperDay=by(individualTurbineData$compassDirection,individualTurbineData$day#s,meanDirection)
  
 
 #plot(individualTurbineData$days,individualTurbineData$power,main=curveIndexesCombined[i])
 
 #plot(individualTurbineData$days,individualTurbineData$power,main=curveIndexesCombined[i],type='l')
 
 

  
  
  for(j in c(1:length(months))){
  #subsetDataForJune=subset(individualTurbineData,individualTurbineData$month=="Jun")
  #subsetDataForJuly=subset(individualTurbineData,individualTurbineData$month=="Jul")
  directions=findMeanDirection(individualTurbineData,months[j])
  cat("Directions for the month",months[j])
  print(directions)
  
  subsetData=subset(individualTurbineData,individualTurbineData$month==months[j])  
  spread=max(subsetData$nacelle)-min(subsetData$nacelle)
  label=paste(curveNames[i],"for month",months[j],spread)
  polar.plot(subsetData$windspeed,polar.pos=subsetData$nacelle,
             start=90,clockwise=TRUE,rp.type="s",
             point.symbols=19,boxed.radial=FALSE, 
             radial.labels="",main = label,lwd=2,line.col=4) 

  #polar.plot(subsetDataForJuly$windspeed,polar.pos=subsetDataForJuly$nacelle,
   #          start=90,clockwise=TRUE,rp.type="s",
    #         point.symbols=19,boxed.radial=FALSE, 
     #        radial.labels="",main = label,lwd=2,line.col=3) 

  }
}

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1974507.8       8.197581    120.29988
## Jul   3597572.7      11.020665    102.23983
## Jun   1754829.5      10.311637     95.89056
## Sep    850436.4       6.153893    131.56814
## Directions for the month Sepdirections
## SSE  SE ESE   E ENE   S WSW  SW SSW WNW   N  NW   W NNE NNW  NE 
## 663 565 486 373 107  54  32  31  23  13  11  10   8   7   6   5

## Directions for the month Augdirections
##  ESE   SE    E  SSE    N    S  ENE 
## 1571  932  154  103    7    4    3

## Directions for the month Juldirections
##  ESE    E   SE  ENE    N   NE  NNE 
## 1500 1280   89   48    8    4    3

## Directions for the month Jundirections
##    E  ENE  ESE   NE   SE    N  NNE  WNW    W  NNW  WSW   NW   SW    S  SSE 
## 1062  690  359  133   84   50   45   33   23   20   19   17   13    5    4 
##  SSW 
##    2

##     Total Power Avg Wind Speed Avg Nascelle
## Aug     1648560       7.001056     294.2230
## Jul     3232302       9.473479     284.4907
## Jun     2014008       8.893378     235.6467
## Sep      829988       5.587456     282.0234
## Directions for the month Sepdirections
##  NW WNW   W WSW NNW   N  NE ENE NNE   E ESE   S  SE SSE SSW  SW 
## 829 514 339 321 214  33  27  26  26  16  12  11   9   7   5   4

## Directions for the month Augdirections
##  WNW   NW    W  NNW  WSW    N    S  SSW   SW 
## 1783  578  360   30   13    6    1    1    1

## Directions for the month Juldirections
##  WNW    W   NW    N  WSW  SSW    S  ESE  NNW 
## 1616 1098  191   12   10    7    2    1    1

## Directions for the month Jundirections
##    W  WNW  WSW  NNE   NW   NE  ENE   SW  SSW    S  ESE    E  NNW   SE  SSE 
## 1270  502  289  179  148   93   83   70   45   42   34   32   29   27   23 
##    N 
##   14

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1709571.7       7.054780     72.70018
## Jul   3084005.1       9.485749    178.43267
## Jun   1813594.9       9.301578    258.80832
## Sep    782684.1       5.340694    122.40654
## Directions for the month Sepdirections
## NNE  NE   N NNW  NW ENE  SE ESE   E SSW WSW   S  SW SSE WNW   W 
## 718 523 451 276 180  42  42  40  34  19  16  13  10   9   9   7

## Directions for the month Augdirections
##  NNE    N  NNW   NE  WSW  ESE  ENE   NW   SW   SE  SSW 
## 1233 1223  121  105   45   29    6    5    3    2    1

## Directions for the month Juldirections
##    N  NNW  NNE  WSW  ESE   SE   SW   NE   NW 
## 1580  548  466  159  147   16   14    2    2

## Directions for the month Jundirections
##  NNW    N   NW  NNE  WSW  ESE  WNW   NE    W   SW  SSW   SE  SSE    S    E 
## 1154  638  315  239   92   81   75   55   40   36   33   30   30   21   15 
##  ENE 
##    9

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1717932.4   7.769158e+00     295.5930
## Jul   2450977.6   1.011204e+01     316.1235
## Jun         0.0   5.888651e-05     319.1273
## Sep    642240.5   5.706233e+00     164.7670
## Directions for the month Sepdirections
## NNE   N  NW NNW WNW  NE ESE WSW ENE  SE   S  SW   E SSE SSW   W 
## 827 560 354 352 102  58  48  15  14  14  13  10   9   9   7   6

## Directions for the month Augdirections
##  NNW    N   NW  NNE  WSW  ESE   SW   NE  WNW   SE 
## 1402 1056  187   68   20   16    6    5    2    1

## Directions for the month Juldirections
##  NNW   NW    N  WSW  ESE    W  WNW   SW    S  SSW  NNE    E   SE 
## 1271  656  254  171   30   17    9    7    5    4    2    1    1

## Directions for the month Jundirections
##   NW    N   SW  ESE 
## 1847   13    5    3

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   2155341.5       8.106676    108.44177
## Jul   3709493.2      10.482168     99.83716
## Jun   1400648.6       8.584583    102.94506
## Sep    752747.6       5.662781    117.45581
## Directions for the month Sepdirections
##  ESE   SE    E  ENE  SSE  WSW   SW  SSW   NW  WNW    W  NNW    S    N   NE 
## 1265  446  373  170   32   27   22   15   14   10    8    7    6    4    3 
##  NNE 
##    1

## Directions for the month Augdirections
##  ESE    E   SE  ENE    N  SSE 
## 2088  561  111   10    1    1

## Directions for the month Juldirections
##    E  ESE  ENE   SE    N   NE  NNE 
## 1523 1370   28   11    4    1    1

## Directions for the month Jundirections
##    E  ESE  ENE   NE   SE  NNE  WNW  WSW    N  NNW   NW   SW    W  SSW    S 
## 1275  634  459  110   64   46   32   32   30   30   30   28   27   15    8 
##  SSE 
##    7

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1855713.3       8.001846     266.2944
## Jul   3433407.9       9.560218     252.5550
## Jun   1669705.1       8.478699     229.5756
## Sep    727593.2       5.935141     260.4150
## Directions for the month Sepdirections
##   W WNW WSW  SW  NW SSW NNE  NE   N NNW ESE   E ENE  SE SSE   S 
## 821 779 329 281  39  35  28  23  17  13  12  10   6   6   5   2

## Directions for the month Augdirections
##    W  WSW  WNW   SW    N   NW    S 
## 1774  653  304   31    5    3    3

## Directions for the month Juldirections
##  WSW    W   SW  WNW    N    E    S  SSE 
## 1726 1005  177   15    8    3    3    1

## Directions for the month Jundirections
## WSW  SW   W SSW WNW   S SSE   E  SE ESE  NE ENE   N NNE  NW NNW 
## 962 766 429 158  98  52  48  41  36  31  31  21  20  12   8   7

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1521516.8       7.101637     85.25042
## Jul   3246423.3       9.983829     73.70935
## Jun   1837464.5       9.547917     77.23521
## Sep    653551.1       5.432980     93.91035
## Directions for the month Sepdirections
## ESE   E ENE  NE  SE NNE SSW SSE   S  SW WSW   W   N NNW  NW WNW 
## 692 679 387 375  66  34  29  27  26  17  14  12   9   8   7   6

## Directions for the month Augdirections
##    E  ENE  ESE   NE   SE    N  SSE 
## 1663  790  233   53   23    9    1

## Directions for the month Juldirections
##  ENE    E   NE    N  ESE  NNE 
## 1814  980  112   15   13    3

## Directions for the month Jundirections
##   NE  ENE    E  NNE  ESE  NNW  SSW   NW   SW  WSW  WNW    W    N    S   SE 
## 1123  860  301  199  104   45   35   33   33   29   26   24   22   20   11 
##  SSE 
##   10

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1224278.2       6.299041     291.0186
## Jul   2755954.3       8.974117     275.5958
## Jun   1484213.1       8.270460     244.2807
## Sep    371280.9       4.154145     283.1645
## Directions for the month Sepdirections
##  NW WNW WSW   W NNW  SW   N  NE ENE NNE  SE   S SSW ESE SSE   E 
## 803 618 285 282 183 112  28  25  19  13  10   6   6   5   4   2

## Directions for the month Augdirections
##  WNW    W   NW  NNW  WSW    N  SSW    S  SSE   SW 
## 1988  408  278   44   40    6    3    2    1    1

## Directions for the month Juldirections
##    W  WNW  WSW   NW  ENE    E   SW  SSE  SSW    N    S 
## 1634 1063  204   24    8    3    3    2    2    1    1

## Directions for the month Jundirections
## WSW   W  SW WNW SSW  NW   S SSE   E  SE ESE  NE ENE NNW NNE   N 
## 935 746 395 289 117 103  63  49  30  28  26  22  19  19  14  11

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1073116.8       5.995779     295.1781
## Jul   2291400.9       7.922227     287.6826
## Jun   1435758.6       6.911572     259.3429
## Sep    288828.2       4.178213     282.7189
## Directions for the month Sepdirections
##  NW WNW   W NNW WSW  SW   N  NE NNE ENE   E SSW   S SSE  SE ESE 
## 790 541 269 255 236 148  49  34  20  17  12   9   8   7   6   4

## Directions for the month Augdirections
##  WNW   NW    W  NNW  WSW    N  ESE  SSW 
## 1631  696  343   59   38    2    1    1

## Directions for the month Juldirections
##  WNW    W   NW  WSW    E    N  NNW    S 
## 1689  893  334   23    2    1    1    1

## Directions for the month Jundirections
##    W  WSW  WNW   NW   SW  NNW  SSW    S  SSE  ESE  ENE   SE    E   NE    N 
## 1048  559  538  198  134   82   82   60   41   33   22   22   18   16   13 
##  NNE 
##    8

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1335178.3       6.563745     274.8200
## Jul   2781964.1       8.852800     265.0057
## Jun   1371117.5       7.016643     234.4912
## Sep    308105.9       4.233836     265.2459
## Directions for the month Sepdirections
## WNW   W  SW  NW WSW SSW NNE NNW  NE   N   S SSE ESE  SE   E ENE 
## 804 639 282 240 228  75  37  31  25  15   7   7   6   6   3   1

## Directions for the month Augdirections
##    W  WNW  WSW   NW   SW  NNW    N    S 
## 1679  762  246   54   26    4    2    1

## Directions for the month Juldirections
##    W  WSW  WNW   SW    E    N   NW  SSE 
## 1800  864  252   25    1    1    1    1

## Directions for the month Jundirections
## WSW  SW   W WNW SSW   S SSE  SE  NW   E  NE ENE ESE   N NNE NNW 
## 950 660 625 147 124  89  59  42  31  30  29  24  21  18  14   7

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1492851.2       7.066781     282.2440
## Jul   3257449.4       9.918985     269.6267
## Jun   1521503.6       7.473213     248.3433
## Sep    330217.6       4.389788     279.0373
## Directions for the month Sepdirections
## WNW  NW   W WSW  SW NNW  NE ENE   N NNE SSW  SE   S SSE   E ESE 
## 815 599 378 270 113 107  33  17  17  17  11   9   7   5   4   4

## Directions for the month Augdirections
##    W  WNW  WSW   NW    N  NNW    S   SW 
## 1384 1297   52   36    1    1    1    1

## Directions for the month Juldirections
##    W  WSW  WNW   SW   NW    E    N  SSE 
## 1990  486  460    4    2    1    1    1

## Directions for the month Jundirections
## WSW   W WNW  SW  NW SSW   S SSE ENE  SE ESE   E  NE NNW   N NNE 
## 944 920 323 219 104  98  58  44  34  31  24  23  20  15  10   9

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1550252.2       6.882592     285.0137
## Jul   3552328.5      10.307770     279.7223
## Jun   1749737.0       7.991657     255.0386
## Sep    394303.4       4.233608     274.8205
## Directions for the month Sepdirections
## WNW   W  NW WSW  SW NNW  NE   N ENE NNE  SE SSE SSW   S ESE   E 
## 811 513 480 292 117  71  32  23  19  15  11   6   6   4   3   2

## Directions for the month Augdirections
##  WNW    W   NW  WSW  NNW    N  SSW 
## 1737  837  101   73   20    1    1

## Directions for the month Juldirections
##    W  WNW  WSW   NW    E    N    S 
## 1520 1332   73   14    2    1    1

## Directions for the month Jundirections
##    W  WSW  WNW   SW   NW  SSW    S  ENE  SSE    E   SE  ESE  NNW   NE    N 
## 1233  657  435  116  110   78   52   36   32   27   27   20   16   14   11 
##  NNE 
##    6

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1367038.1       6.632127     32.06550
## Jul   3357743.6       9.946687    266.04970
## Jun   1815871.6       7.999248    276.63796
## Sep    351179.5       4.299492     88.25167
## Directions for the month Sepdirections
## NNE  NE   N ENE NNW SSE  NW   E ESE WSW  SE   S  SW   W WNW SSW 
## 737 665 343 319 149  33  27  25  24  23  21  17   8   5   5   1

## Directions for the month Augdirections
##  NNE    N   NE  ENE  NNW  WSW  ESE    E   SE 
## 1854  616  223   46   13   10    6    3    3

## Directions for the month Juldirections
##    N  NNW  ESE  WSW  NNE   SE   SW   NW 
## 1508  942  196  140   93   22   20   11

## Directions for the month Jundirections
##  NNW    N   NW  WSW  NNE    W  WNW    S  SSE  ESE  SSW   NE   SW   SE  ENE 
## 1231  384  300  282   99   99   75   69   59   54   51   50   46   39   20 
##    E 
##   14

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1407123.6       6.853472     60.17767
## Jul   3167545.0       9.543506     43.11085
## Jun   1515428.1       7.983834     82.97085
## Sep    344074.6       4.643820     71.89932
## Directions for the month Sepdirections
## ENE   E  NE NNE ESE   N   S SSW  SE SSE   W  NW WSW NNW WNW  SW 
## 769 570 549 276  69  43  31  22  20  19  10   7   7   6   4   3

## Directions for the month Augdirections
##  ENE   NE    E  NNE  ESE    N   SE 
## 1702  855  133   49   12    6    3

## Directions for the month Juldirections
##   NE  NNE  ENE    E    N 
## 2096  586  253    4    2

## Directions for the month Jundirections
##  NNE   NE    N  ENE  WNW    S   SW  WSW   NW  SSW    W  NNW    E  ESE  SSE 
## 1186  450  222  119  109  107   76   65   61   60   48   45   38   29   28 
##   SE 
##   27

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1345657.1       6.633001     270.1753
## Jul   3043317.3       9.312890     257.7378
## Jun   1653885.4       7.589532     232.4765
## Sep    343980.5       4.386201     261.6548
## Directions for the month Sepdirections
##   W WNW WSW  SW  NW SSW  NE NNE NNW   N ENE SSE ESE  SE   E   S 
## 760 679 393 216 163  66  32  20  20  18  10   7   6   6   5   5

## Directions for the month Augdirections
##    W  WSW  WNW   NW    N   SW    E  NNW    S 
## 1915  398  392   40    9    6    2    2    1

## Directions for the month Juldirections
##  WSW    W   SW  WNW    N  SSE    E 
## 1444 1402   51   33    2    2    1

## Directions for the month Jundirections
##  WSW   SW    W  SSW  WNW    S  SSE   SE  ENE   NE   NW    E  ESE    N  NNE 
## 1257  689  370  118   96   76   44   39   36   30   25   19   18   13    9 
##  NNW 
##    3

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1372087.7       6.835920     283.1410
## Jul   3107446.5       9.469063     278.7735
## Jun   1533385.7       7.735512     249.9717
## Sep    358022.5       4.592498     269.5025
## Directions for the month Sepdirections
## WNW   W WSW  NW  SW  NE NNW   N ENE NNE SSW   E ESE  SE SSE   S 
## 804 643 377 323 102  36  30  16  15  15  10   9   8   7   6   5

## Directions for the month Augdirections
##  WNW    W   NW  WSW  NNW    N    E  ESE  SSW 
## 1444 1007  183  104   11    9    1    1    1

## Directions for the month Juldirections
##    W  WNW  WSW   NW    N    S 
## 1602 1255   54   31    1    1

## Directions for the month Jundirections
##    W  WSW  WNW   SW   NW  SSW    S  ENE    E  SSE    N   SE  ESE  NNW  NNE 
## 1125  846  314  126   84   74   45   41   37   33   22   20   16   11   10 
##   NE 
##    8

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1421839.8       6.910904     57.86521
## Jul    970541.3       9.538437     49.50716
## Jun         0.0       7.156966    100.05705
## Sep    381505.4       4.620919     67.45589
## Directions for the month Sepdirections
## ENE  NE   E NNE   N ESE   S SSW  SE SSE WSW  SW   W  NW NNW WNW 
## 844 609 373 267 145  41  30  28  15  13  12   9   7   6   3   3

## Directions for the month Augdirections
##  ENE   NE    E  NNE  ESE    N 
## 1446 1072  140   88    9    9

## Directions for the month Juldirections
##  NE NNE ENE   W NNW   N WSW SSW ESE  SE SSE WNW 
## 786 177  77  18   8   5   4   2   1   1   1   1

## Directions for the month Jundirections
##    E    N  ENE  NNE   SW  SSE 
## 1900   17    4    4    2    1

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1623165.0       7.399391     260.1874
## Jul   3091511.6       9.599571     252.0015
## Jun   1985893.6       9.051293     233.1703
## Sep    776112.9       5.889720     254.6286
## Directions for the month Sepdirections
##   W WNW WSW  SW SSW  NW NNE NNW   N  NE   E ENE  SE ESE   S SSE 
## 745 597 425 373  56  43  34  29  28  21  11   7   7   5   5   5

## Directions for the month Augdirections
##    W  WSW  WNW   SW   NW    N    S  SSW 
## 1392 1155  133   83    5    4    1    1

## Directions for the month Juldirections
##  WSW    W   SW  WNW    N    E    S  SSE  ESE   SE 
## 1826  883  185   18   10    5    3    3    2    1

## Directions for the month Jundirections
##  WSW   SW    W  WNW  SSW  SSE    S   NE  ENE  ESE   SE    E    N   NW  NNE 
## 1029  926  394  141  112   50   36   35   27   26   21   20   17   17   16 
##  NNW 
##    8

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1176482.6       6.374193     240.4619
## Jul   2914831.4       8.988639     234.7976
## Jun   1293219.2       7.897450     214.0541
## Sep    419404.6       4.639256     237.9732
## Directions for the month Sepdirections
## WSW   W  SW SSW WNW NNE   S  NW   N NNW ENE  NE   E  SE ESE SSE 
## 771 698 406 286  82  47  28  19  18  16   8   8   6   6   4   3

## Directions for the month Augdirections
##  WSW   SW    W  SSW    N  WNW    E   NW  SSE  ENE 
## 1745  714  235   29   15   12    4    3    3    1

## Directions for the month Juldirections
##   SW  WSW  SSW    W  ENE    N   SE 
## 1467 1318  104   53    1    1    1

## Directions for the month Jundirections
##   SW  SSW  WSW    W    S  SSE   SE  ESE  NNE   NE  WNW  ENE    N    E  NNW 
## 1296  489  473  123  110   65   45   33   32   31   30   26   24   15    9 
##   NW 
##    7

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1028699.2       6.077220     275.7280
## Jul   2702467.5       8.722189     271.1682
## Jun   1420422.3       7.670485     250.9166
## Sep    325853.8       4.504929     269.0571
## Directions for the month Sepdirections
## WNW   W WSW  NW  SW  NE NNW ENE   N   E NNE  SE ESE   S SSE SSW 
## 876 664 328 261 122  39  28  18  17  14  13   7   5   5   4   3

## Directions for the month Augdirections
##    W  WNW  WSW   NW    N  NNW    E    S  SSW   SW 
## 1701  825  179   42   10    3    1    1    1    1

## Directions for the month Juldirections
##    W  WNW  WSW   NW    E  ESE    N  SSE   SW 
## 1899  621  402   19    1    1    1    1    1

## Directions for the month Jundirections
##    W  WSW  WNW   SW   NW  SSW    S    E  ENE  SSE    N   SE  ESE   NE  NNE 
## 1255  610  344  129   97   60   40   39   36   32   26   24   15   14   11 
##  NNW 
##    8

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1630655.8       6.813567     264.3081
## Jul   3261434.7       9.324895     256.3416
## Jun   1348421.2       8.037091     233.5552
## Sep    629137.5       4.937228     258.1964
## Directions for the month Sepdirections
## WNW   W WSW  SW SSW  NW NNE NNW ESE  NE   E   N ENE   S  SE SSE 
## 827 608 335 316 133  65  29  18  16  14  11  10   9   5   5   5

## Directions for the month Augdirections
##    W  WSW  WNW   SW   NW    N    S    E  SSW 
## 1743  707  216   82   13    5    2    1    1

## Directions for the month Juldirections
##  WSW    W   SW  WNW    E    N   NW  SSE  SSW 
## 1558 1235   98   46    3    3    1    1    1

## Directions for the month Jundirections
##   SW  WSW    W  WNW   SE  SSW    E    N   NW    S  NNE  SSE  ESE   NE  ENE 
## 1038  877  380  153   64   48   28   23   21   21   19   17   12   11    8 
##  NNW 
##    2

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1594649.3       7.293303     186.6634
## Jul   2970765.4       9.359823     258.2293
## Jun   1439731.6       8.598541     240.4867
## Sep    638937.2       5.544314     107.5058
## Directions for the month Sepdirections
## ESE  SE   E ENE  NE  SW SSE WNW SSW   S WSW NNE NNW  NW   W   N 
## 810 493 416 280 255  33  23  22  15  11  10   9   8   7   7   3

## Directions for the month Augdirections
##   W ESE WSW   E ENE  SE WNW  SW   N  NE NNW SSE   S SSW 
## 880 614 517 464 120  83  49  21   6   4   3   3   2   1

## Directions for the month Juldirections
##  WSW    W   SW  WNW    E  ESE    N  SSE  SSW 
## 1366 1252  167  156    1    1    1    1    1

## Directions for the month Jundirections
## WSW  SW   W WNW  NW   N   S SSW NNE   E ESE SSE  SE  NE NNW ENE 
## 896 834 494 205  61  26  23  19  17  15  13  13  12   5   4   1

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1527296.0       7.339488     202.3553
## Jul   2931127.7       9.413795     194.4240
## Jun   1624019.8       8.285562     183.7639
## Sep    468528.2       5.175923     205.7431
## Directions for the month Sepdirections
##  SW SSW SSE   S WSW  SE NNW  NW   W WNW NNE  NE ENE ESE   E   N 
## 893 627 291 269 157  53  24  20  20  13  12   9   6   4   3   3

## Directions for the month Augdirections
##  SSW    S   SW  WSW  SSE    N   SE    E  ENE   NW    W  WNW 
## 2044  335  317   33   32    4    3    1    1    1    1    1

## Directions for the month Juldirections
##  SSW    S   SW  SSE    N  ENE   SE    E  ESE 
## 1555 1057  257   58    6    5    2    1    1

## Directions for the month Jundirections
##    S  SSW   SW  SSE   SE  WSW  ESE    E  ENE   NE  NNE    W    N  NNW  WNW 
## 1099  687  325  297   96   94   64   39   32   30   30   18   17   17   14 
##   NW 
##    5

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1603353.7       7.303378     305.9536
## Jul   3253246.0       9.942094     293.4881
## Jun   1576681.0       8.119082     265.0427
## Sep    465882.2       4.958333     296.1145
## Directions for the month Sepdirections
##  NW NNW WNW   W WSW   N ENE   S   E NNE  NE SSW  SW ESE  SE SSE 
## 804 635 359 273 148  53  24  18  16  16  13  13  12  10   5   5

## Directions for the month Augdirections
##   NW  WNW  NNW    W    N  SSW  ESE   SW  WSW 
## 1556 1017  118   69    7    2    1    1    1

## Directions for the month Juldirections
##  WNW   NW    W  WSW    E    N  NNW    S  SSW 
## 1848  677  410    3    2    2    2    1    1

## Directions for the month Jundirections
##   W WNW WSW  NW  SW SSW NNW   S   E SSE ESE  SE ENE   N  NE NNE 
## 930 921 317 253  85  77  60  52  30  30  29  24  17  17  12  10

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1658579.9       7.049340     134.3092
## Jul   3398924.2      10.082682     113.8848
## Jun   1634517.7       8.854997     109.1455
## Sep    506540.4       4.836904     144.1818
## Directions for the month Sepdirections
## SSE  SE ESE   S   E   W ENE SSW  SW WSW NNW   N NNE  NW WNW  NE 
## 810 669 283 255 249  28  22  21  17  13  12   7   6   5   5   4

## Directions for the month Augdirections
##   SE  ESE  SSE    S    E    N 
## 1905  445  359   36   17    9

## Directions for the month Juldirections
##  ESE   SE    E  SSE  ENE    N   NE 
## 1972  611  356    3    2    1    1

## Directions for the month Jundirections
##   E ESE  SE ENE  NE SSE NNE   N NNW  NW  SW   W WSW WNW   S SSW 
## 993 870 290 256 108  78  59  40  30  29  24  23  22  19  13  10

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1378568.7       6.203057     310.5373
## Jul   3114801.4       6.647054     287.4685
## Jun   1637041.1       9.144888     256.6363
## Sep    423812.9       5.193396     300.3367
## Directions for the month Sepdirections
## NNW  NW WNW   W   N WSW ENE NNE   E   S  NE SSE SSW ESE  SW  SE 
## 830 677 309 269 116  86  24  23  21  11   9   9   7   6   5   3

## Directions for the month Augdirections
##   NW  WNW  NNW    W    N  SSW   SW  WSW   NE  NNE    S   SE  SSE 
## 1764  664  270   35   20    7    4    4    1    1    1    1    1

## Directions for the month Juldirections
##  WNW    W   NW  WSW    E    N  NNE  NNW    S  SSW 
## 1820  854  252   12    2    1    1    1    1    1

## Directions for the month Jundirections
##    W  WSW  WNW   NW   SW  SSW    S  NNW  SSE  ENE  ESE   SE    E    N   NE 
## 1013  603  588  159  120   92   58   39   39   31   31   31   21   16   15 
##  NNE 
##   10

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1601842.5       6.923673     285.5225
## Jul   2751185.1       8.579735     276.2498
## Jun   1531568.6       7.809458     252.2649
## Sep    716347.6       5.369048     272.9613
## Directions for the month Sepdirections
## WNW  NW   W WSW  SW NNW   N  NE NNE ESE ENE   E SSE  SE   S SSW 
## 700 675 375 321  76  64  39  38  32  16  15  11  10   9   7   3

## Directions for the month Augdirections
##  WNW    W   NW  WSW  NNW    N  SSW   SW 
## 1576  937  181   60   13    2    2    1

## Directions for the month Juldirections
##    W  WNW  WSW   NW    N    S  SSE    E  SSW 
## 1660 1018  199   44    9    2    2    1    1

## Directions for the month Jundirections
##    W  WSW  WNW   NW   SW  SSW    S   SE  ENE    E   NE  NNE  SSE  ESE  NNW 
## 1077  831  384  140  125   46   45   35   27   26   26   26   25   24   13 
##    N 
##   10

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1621028.8       7.033621     305.3047
## Jul   3320768.4       9.938771     320.9324
## Jun   1740616.7       9.204888     284.4458
## Sep    634316.9       5.226205     190.0189
## Directions for the month Sepdirections
##   N NNE NNW  NW WNW ESE  NE   S WSW   E ENE  SW SSE  SE SSW   W 
## 670 559 427 406 157  43  34  19  16  15  13  13   9   8   8   8

## Directions for the month Augdirections
##  NNW    N   NW  NNE  ESE  WSW   NE  WNW   SW 
## 1588  833  234   79   15    7    5    5    3

## Directions for the month Juldirections
##   NW  NNW  WNW    N  ESE  SSW 
## 1727  954  220   40    1    1

## Directions for the month Jundirections
##  WNW   NW    W  NNW    N  WSW   SW   SE  SSE  SSW  ESE    S    E  ENE  NNE 
## 1026  696  315  257   96   83   48   39   33   31   24   24   18   16   12 
##   NE 
##    4

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1390770.6       6.726750     92.98664
## Jul   3149754.0       9.389579     85.25407
## Jun   1689572.0       8.067454     90.60852
## Sep    421391.6       4.741413    101.69212
## Directions for the month Sepdirections
## ESE   E ENE  NE  SE  SW SSW SSE WSW   S   W WNW   N NNW  NW NNE 
## 853 743 337 181 150  32  21  18  18  14  10   9   5   5   5   2

## Directions for the month Augdirections
##    E  ESE  ENE   SE    N   NE  SSE 
## 1839  589  284   36   10    5    2

## Directions for the month Juldirections
##    E  ENE  ESE   NE   SE    N  NNE 
## 1843  897  194    5    3    1    1

## Directions for the month Jundirections
##  ENE    E  ESE   NE  NNE   SE  WSW  NNW    N    W  WNW   NW   SW    S  SSE 
## 1230  776  248  197   72   50   46   39   38   33   20   16   12   11   10 
##  SSW 
##    9

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1245143.0       6.294870     321.4762
## Jul   2659959.6       8.386607     318.4851
## Jun   1783379.6       7.657260     289.1453
## Sep    470898.8       4.641240     288.3033
## Directions for the month Sepdirections
## NNW   N  NW WNW   W ESE NNE   E WSW  NE ENE   S  SE SSE  SW SSW 
## 779 721 332 263 108  47  37  24  22  18  15   9   9   9   7   4

## Directions for the month Augdirections
##  NNW   NW    N  WNW  ESE  WSW   SW  SSW  NNE    W  ENE   SE  SSE 
## 1611  740  315   46   31   12    6    5    3    2    1    1    1

## Directions for the month Juldirections
##   NW  NNW  WNW    N  ESE  WSW   SW  SSW    W    E    S   SE 
## 1566 1067  218   53   10    9    5    3    2    1    1    1

## Directions for the month Jundirections
##   NW  WNW  NNW    W    N  WSW  ESE  SSW   SW   SE  SSE    E    S  ENE  NNE 
## 1003  794  341  197  123  112   48   48   36   26   26   24   21   14   10 
##   NE 
##    8

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   2120172.8       8.123661     274.0069
## Jul   3607548.2      10.433155     271.1262
## Jun   1734144.1       8.573431     254.8196
## Sep    757563.7       5.608731     264.8498
## Directions for the month Sepdirections
##  WNW    W  WSW   SW   NW   NE  NNW  ESE  NNE    N  ENE    E   SE  SSE  SSW 
## 1015  745  269  197   42   31   20   18   16   14   12    7    7    6    4 
##    S 
##    1

## Directions for the month Augdirections
##    W  WNW  WSW    N   NW   SW    E    S  SSW 
## 1868  708  180    5    3    3    1    1    1

## Directions for the month Juldirections
##    W  WNW  WSW    N   NW    S    E   SW  SSE 
## 1782  761  365   15    5    4    2    2    1

## Directions for the month Jundirections
##    W  WSW  WNW   NW   SW    S  SSW   SE    E  ESE  SSE  ENE    N  NNE   NE 
## 1127  584  544  137  118   43   42   37   30   29   28   25   21   16   15 
##  NNW 
##    7

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1981493.0       8.087495     61.64317
## Jul   3496010.9      10.760973     63.19821
## Jun   1733158.5       9.337917     96.97252
## Sep    783342.5       5.981152     72.14797
## Directions for the month Sepdirections
##  ENE   NE    E    N  NNE  ESE    S  SSE  WSW   SE   SW  SSW    W  WNW  NNW 
## 1179  421  260  200  164   43   30   20   19   15   13   12   12    8    5 
##   NW 
##    3

## Directions for the month Augdirections
##  ENE   NE    E  NNE    N  ESE 
## 1685  823  209   44    7    2

## Directions for the month Juldirections
##  ENE   NE    E  NNE    N   SE  SSW  WSW  ESE 
## 1533  919  438   26   11    4    2    2    1

## Directions for the month Jundirections
##  ENE   NE    E  NNE  WSW  ESE    W   SW  NNW    N   NW  SSW  WNW    S   SE 
## 1044  643  312  166  146  118   97   80   46   37   35   28   27   19   17 
##  SSE 
##   12

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1120245.7       6.167845     301.1190
## Jul   2658345.2       8.645704     284.8241
## Jun   1346925.8       7.579810     246.6816
## Sep    452770.1       4.932909     293.0111
## Directions for the month Sepdirections
##  NW WNW NNW   W WSW   N NNE ENE  NE SSE  SE   E   S  SW ESE SSW 
## 763 528 522 256 188  33  21  19  17  13  12   9   8   7   5   2

## Directions for the month Augdirections
##  WNW   NW    W  NNW    N  WSW    E  ESE  SSW  ENE   SE 
## 1472 1067  108   93   11    4    3    3    2    1    1

## Directions for the month Juldirections
##  WNW    W   NW  WSW    N    E  SSW    S 
## 1823  920  169   15    7    3    3    2

## Directions for the month Jundirections
##   W WNW SSE WSW  NW  SW  NE NNW ESE   N NNE   E ENE  SE   S SSW 
## 913 568 544 516 164  20  18  18  14  14  12  11  11   9   5   1

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   2189828.8       8.300880     319.2955
## Jul   3726908.1      11.042771     316.5212
## Jun   1745124.3      10.017780     284.7103
## Sep    879624.5       6.098865     253.6147
## Directions for the month Sepdirections
##   N NNW  NW WNW   W NNE ESE  NE   E WSW ENE SSE  SE   S SSW  SW 
## 868 539 349 310 107  64  47  27  25  15  14  10   9   7   7   7

## Directions for the month Augdirections
##  NNW   NW    N  WNW  NNE  ESE   SW  WSW    W   SE 
## 1533  802  306   87   21    9    6    6    2    1

## Directions for the month Juldirections
##   NW  NNW  WNW    N  ESE   SW  SSW    W    E 
## 1809  765  308   37    8    4    3    2    1

## Directions for the month Jundirections
## WNW  NW   W NNW WSW   N  SW SSW ESE  SE   E   S SSE  NE ENE NNE 
## 992 588 308 216 103  55  52  43  28  25  24  15  13  11   8   4

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   2204588.2       8.789361    110.97297
## Jul   3772030.0      11.844401     93.40613
## Jun   1865394.8      10.397486     95.96128
## Sep    843271.2       6.313831    127.78216
## Directions for the month Sepdirections
##  SE ESE SSE   E ENE   S WSW  SW SSW   W WNW NNW  NW   N  NE NNE 
## 945 497 328 260 234  27  26  20  17  15   9   8   8   5   3   1

## Directions for the month Augdirections
##  ESE    E   SE  ENE  SSE    N 
## 1705  572  466   13    7    6

## Directions for the month Juldirections
##    E  ESE  ENE   SE    N  NNE   NE 
## 1952  712  237   20   10    4    1

## Directions for the month Jundirections
## ENE   E ESE  NE  SE NNE NNW   N   W WSW  SW  NW WNW SSW   S SSE 
## 942 930 333 208  88  77  49  32  31  31  29  22  20  14  10   8

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1996604.8       8.090069     282.9977
## Jul   3473194.3      10.609823     277.8000
## Jun   1554622.6       9.065089     261.0509
## Sep    697393.5       5.755383     273.7459
## Directions for the month Sepdirections
## WNW  NW   W  SW WSW NNW  NE   N NNE ENE   E ESE SSE   S  SE SSW 
## 831 548 468 244 153  29  25  19  19  18  13  13   9   3   3   3

## Directions for the month Augdirections
##  WNW    W   NW  WSW    N  SSW   SW  NNW 
## 1414 1111  164   69    6    2    2    1

## Directions for the month Juldirections
##    W  WNW  WSW   NW    N    E    S  SSW 
## 1659 1123   84   52   10    4    3    1

## Directions for the month Jundirections
##    W  WNW  WSW   NW   SW    S  NNW  SSW    E  ENE  ESE   SE  SSE    N   NE 
## 1119  571  461  238  111   51   43   41   28   27   27   25   22   17   16 
##  NNE 
##   10

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   2093492.5       8.573814     288.8859
## Jul   3698777.1      11.564506     279.8700
## Jun   1759949.1       8.052574     250.9617
## Sep    783659.8       5.963552     283.5806
## Directions for the month Sepdirections
##   NW  WNW    W  WSW  NNW    N   NE  ENE  NNE   SW   SE    E  SSE  ESE  SSW 
## 1036  614  303  259   42   27   24   20   16   16   12   11   10    9    3 
##    S 
##    2

## Directions for the month Augdirections
##  WNW    W   NW  WSW    N  NNW  SSW 
## 1805  631  303   21    3    2    1

## Directions for the month Juldirections
##    W  WNW   NW  WSW    N    E    S  SSW 
## 1467 1314   96   41   12    3    3    1

## Directions for the month Jundirections
##    W  WSW  WNW   NW   SW  SSW   NE    S  SSE    E  ESE  ENE   SE  NNE    N 
## 1331  497  381  132  113   83   53   41   40   33   30   24   23   16   15 
##  NNW 
##   12

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1463651.2       7.223937     318.4729
## Jul   2961793.7       9.920498     300.5106
## Jun   1671683.9       8.115765     266.9886
## Sep    366084.6       4.628612     281.1412
## Directions for the month Sepdirections
## NNW  NW WNW   N   W   E ESE NNE  SW ENE WSW  SE SSE SSW  NE   S 
## 739 529 451 427  58  32  25  24  19  15  15  14  13  13  10   8

## Directions for the month Augdirections
##   NW  NNW  WNW    N  NNE  ESE    W   SW  WSW 
## 1726  817  152   52    7    5    4    2    1

## Directions for the month Juldirections
##  WNW   NW    W    N  NNW  SSW    E  ESE    S   SW 
## 1476 1372   40   17   10    4    2    2    2    1

## Directions for the month Jundirections
##    W  WNW   NW  WSW   SW  ESE   SE    S  NNW    E  SSE  SSW   NE  ENE  NNE 
## 1100  973  242  221   60   49   42   41   34   24   23   23   20   11    8 
##    N 
##    3

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1732956.4       7.276273     295.8627
## Jul   3421938.7       9.931942     324.8296
## Jun   1951783.9       8.137646     290.7047
## Sep    594245.4       5.099678     189.8122
## Directions for the month Sepdirections
##   N NNE NNW  NW WNW ESE  NE WSW  SE ENE   S SSW  SW   E SSE   W 
## 680 662 417 397  56  36  32  20  14  13  13  12  12  11   8   7

## Directions for the month Augdirections
##  NNW    N  NNE   NW  WSW  ESE   NE   SW   SE  WNW 
## 1323 1181  111   91   24   19    9    9    6    1

## Directions for the month Juldirections
##  NNW   NW    N  WNW  ESE   SW  SSW 
## 1496 1333   58   30    8    3    1

## Directions for the month Jundirections
##  NW WNW NNW   W   N WSW SSW  SE SSE   S ESE  SW ENE   E  NE NNE 
## 999 936 350 214  80  53  43  40  35  34  31  18  15  12  10   6

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1688798.1       7.898544     176.8090
## Jul   3356308.9      10.693986     166.4867
## Jun   1700541.1       8.800630     157.7536
## Sep    653750.4       5.747588     183.7025
## Directions for the month Sepdirections
## SSW   S SSE  SE  SW WSW WNW  NW ESE ENE   N   W NNE  NE NNW   E 
## 718 619 344 326 235  26  24  20  15  13  13  13   9   8   5   3

## Directions for the month Augdirections
##    S  SSE  SSW   SE   SW    N  ESE  NNW 
## 1838  598  280   23   20    9    3    1

## Directions for the month Juldirections
##  SSE    S   SE  SSW    N  ESE  ENE   NE 
## 1532 1324   48   14    6    2    1    1

## Directions for the month Jundirections
##  SSE   SE    S  ESE  SSW    E  NNW   SW  ENE  WNW   NE   NW    W    N  NNE 
## 1036  725  339  124  115   50   41   40   35   34   21   21   19   16   16 
##  WSW 
##   16

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   2052178.8       8.056431     152.8731
## Jul   3774554.8      10.980437     145.3163
## Jun   2063721.0      10.022045     158.1079
## Sep    767190.1       5.992804     162.1845
## Directions for the month Sepdirections
##   S SSE  SE ESE SSW   E  SW   W WNW WSW  NW   N  NE NNW NNE ENE 
## 847 508 358 345 141  37  29  27  27  21  12   9   8   8   7   2

## Directions for the month Augdirections
##  SSE   SE    S  ESE  SSW    N    E 
## 1562  816  322   38   23   11    1

## Directions for the month Juldirections
##   SE  SSE    S  ESE    N    E   NE  SSW    W 
## 1532 1078  187  109   12    4    2    1    1

## Directions for the month Jundirections
##  SSE   SE    S  ESE  WNW  SSW  ENE   NW    E    W  NNW  WSW   NE  NNE   SW 
## 1082 1027  269  143  115   77   39   30   26   17   16   11   10    6    6 
##    N 
##    5

##     Total Power Avg Wind Speed Avg Nascelle
## Aug   1819812.6       7.465418     267.4500
## Jul   3551594.3      10.228151     264.1622
## Jun   2249828.9       9.510000     247.9716
## Sep    811744.8       5.841165     260.1606
## Directions for the month Sepdirections
## WNW   W  SW WSW  NW NNE NNW  NE   N ENE SSW  SE   E ESE SSE   S 
## 883 589 372 346  50  28  28  26  20  13  12   8   6   5   5   2

## Directions for the month Augdirections
##    W  WSW  WNW   SW   NW    N    S  SSW 
## 1744  582  387   40   12    7    1    1

## Directions for the month Juldirections
##    W  WSW  WNW    N    E   SW    S  ESE   NW   SE  SSE  SSW 
## 1745  811  347   11   10    8    3    2    1    1    1    1

## Directions for the month Jundirections
##  WSW    W  WNW   SW   NW  SSW    S  SSE  ENE    E   NE   SE  ESE  NNE  NNW 
## 1133  858  295  202   98   60   43   37   30   28   23   21   19   19    8 
##    N 
##    5

Importnat thing to note is that in this case the nacelled is restricted to only one section

individualTurbineData=subset(df,df$turbineId==curveIndexesCombined[1])
train=individualTurbineData[1:1500,]
test=individualTurbineData[1501:2559,]
#need to relevel the factor variables
model1=lm(power~windspeed+nacelle,data=individualTurbineData)
summary(model1)
## 
## Call:
## lm(formula = power ~ windspeed + nacelle, data = individualTurbineData)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -2484.66  -183.66    -9.64   296.36   532.90 
## 
## Coefficients:
##              Estimate Std. Error t value Pr(>|t|)    
## (Intercept) -129.5724    18.6466  -6.949  3.9e-12 ***
## windspeed    101.3064     1.0793  93.864  < 2e-16 ***
## nacelle       -0.1561     0.1105  -1.413    0.158    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 393.8 on 10658 degrees of freedom
## Multiple R-squared:  0.4884, Adjusted R-squared:  0.4884 
## F-statistic:  5088 on 2 and 10658 DF,  p-value: < 2.2e-16
#cart model